Themis: Fair and Efficient GPU Cluster Scheduling for Machine Learning Workloads.
Kshiteej MahajanArjun SinghviArjun BalasubramanianVarun BatraSurya Teja ChavaliShivaram VenkataramanAditya AkellaAmar PhanishayeeShuchi ChawlaPublished in: CoRR (2019)
Keyphrases
- machine learning
- real time
- clustering algorithm
- natural language processing
- decision trees
- scheduling problem
- information extraction
- cluster analysis
- machine learning methods
- machine learning algorithms
- model selection
- data points
- database
- computer science
- text classification
- knowledge acquisition
- optimal solution
- unsupervised learning
- feature selection
- artificial intelligence
- data sets
- hierarchical clustering
- scheduling algorithm
- parallel computing
- gpu implementation